Neural Networks

What do neural networks learn in image classification? A frequency shortcut perspective ICCV 2023 What is the Inductive Bias of Flatness Regularization? A Study of Deep Matrix Factorization Models NeurIPS 2023 What Makes Convolutional Models Great on Long Sequence Modeling? ICLR 2023 What Makes Data Suitable for a Locally Connected Neural Network? A Necessary and Sufficient Condition Based on Quantum Entanglement. NeurIPS 2023 Why Capsule Neural Networks Do Not Scale: Challenging the Dynamic Parse-Tree Assumption AAAI 2023 Why do networks have inhibitory/negative connections? ICCV 2023 Wide stochastic networks: Gaussian limit and PAC-Bayesian training ALT 2023 Wing shape estimation with Extended Kalman filtering and KalmanNet neural network of a flexible wing aircraft L4DC 2023 WIRE: Wavelet Implicit Neural Representations CVPR 2023 Word-level Confidence Estimation for CTC Models Interspeech 2023 Wrapped Cauchy Distributed Angular Softmax for Long-Tailed Visual Recognition ICML 2023 X-Avatar: Expressive Human Avatars CVPR 2023 XiNet: Efficient Neural Networks for tinyML ICCV 2023 X-Mesh: Towards Fast and Accurate Text-driven 3D Stylization via Dynamic Textual Guidance ICCV 2023 XNet: Wavelet-Based Low and High Frequency Fusion Networks for Fully- and Semi-Supervised Semantic Segmentation of Biomedical Images ICCV 2023 YATO: Yet Another deep learning based Text analysis Open toolkit EMNLP 2023 Zeus: Understanding and Optimizing GPU Energy Consumption of DNN Training NSDI 2023 ZiCo: Zero-shot NAS via inverse Coefficient of Variation on Gradients ICLR 2023 3DJCG: A Unified Framework for Joint Dense Captioning and Visual Grounding on 3D Point Clouds CVPR 2022 3D Modeling Beneath Ground: Plant Root Detection and Reconstruction Based on Ground-Penetrating Radar WACV 2022 6DCNN with Roto-Translational Convolution Filters for Volumetric Data Processing AAAI 2022 Abandoning the Bayer-Filter To See in the Dark CVPR 2022 ABPN: Adaptive Blend Pyramid Network for Real-Time Local Retouching of Ultra High-Resolution Photo CVPR 2022 A Branch and Bound Framework for Stronger Adversarial Attacks of ReLU Networks ICML 2022 A Bregman Learning Framework for Sparse Neural Networks JMLR 2022